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EgorKodin/Huihui-gemma-4-12B-it-abliterated-mlx-4bit

EgorKodin Gemma 12B multimodal second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m1
  • files 11
  • hub_downloads_all_time 3,858
  • author_summary 3 models
  • readme_text full
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
4K
304 last 30d - cooling
Likes
1
Model age
4mo ago
created 2026-06-07
Downloads over time
Now4K→from2.3K↑76%
2.2K2.8K3.5K4.1K2.3K on Jun 104K on Oct 11JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
mlx safetensors gemma4_unified mlx-vlm gemma gemma-4 12b 4-bit vision-language image-text-to-text apple-silicon conversational

Related

Total size
6.28 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-07 10:29

Files by quantization

Auxiliary files 11 files 6.31 GB
model-00001-of-00002.safetensors 4.98 GB cbb76ec6 download
model-00002-of-00002.safetensors 1.29 GB 5b00a1bc download
tokenizer.json 30.7 MB cc8d3a0c download
model.safetensors.index.json 132 KB c50946cc download
chat_template.jinja 17.1 KB e61bbfe9 download
config.json 5.29 KB b11ac77e download
tokenizer_config.json 2.68 KB 18faad3a download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.46 KB e97a075f download
processor_config.json 1.35 KB b889adcd download
generation_config.json 260 B d09dccf1 download

README current version from Hugging Face


license: apache-2.0
library_name: mlx
base_model: huihui-ai/Huihui-gemma-4-12B-it-abliterated
base_model_relation: quantized
tags:

  • mlx
  • mlx-vlm
  • gemma
  • gemma-4
  • gemma4_unified
  • 12b
  • 4-bit
  • vision-language
  • image-text-to-text
  • apple-silicon

Huihui-gemma-4-12B-it-abliterated MLX 4-bit

This repository contains an MLX 4-bit quantized conversion of huihui-ai/Huihui-gemma-4-12B-it-abliterated.

Model details

  • Base model: huihui-ai/Huihui-gemma-4-12B-it-abliterated
  • Format: MLX
  • Quantization: 4-bit
  • Quantization group size: 64
  • Quantization mode: affine
  • Compute dtype: bfloat16
  • Library: mlx-vlm
  • Task: image-text-to-text / vision-language generation

Conversion command

This MLX version was created with:

mlx_vlm.convert \
  --hf-path ./Huihui-gemma-4-12B-it-abliterated-hf \
  --mlx-path ./Huihui-gemma-4-12B-it-abliterated-mlx-4bit \
  -q \
  --q-bits 4 \
  --q-group-size 64 \
  --q-mode affine \
  --dtype bfloat16

Notes

This is an abliterated model. Its refusal and safety behavior may differ from the original model.

Use responsibly. Test the model carefully before using it in public-facing, automated, or production environments.

License

This model follows the license terms of the original base model:

huihui-ai/Huihui-gemma-4-12B-it-abliterated

Please review the original model card and license before use.

README history 3 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-06-07Update README.md95525141.5 KB
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  2. 2026-06-07Upload README.md with huggingface_hub37e1e521.6 KB
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  3. 2026-06-07Add files using upload-large-folder tool0cbacd584 B
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